Figures

Input

Diagnostics

Results

Retro

Reference points

Miscelaneous

Tables

Parameter estimates

Parameter estimates, standard errors, and confidence intervals. Rounded to 3 decimal places.
Estimate Std. Error 95% CI lower 95% CI upper
BSB North mean log(R) intercept \(5.696\) \(0.979\) \(3.776\) \(7.615\)
BSB North in North NAA \(\sigma\) (age 1) \(0.774\) \(0.110\) \(0.586\) \(1.023\)
BSB North in North NAA \(\sigma\) (ages 2-8+) \(0.886\) \(0.055\) \(0.784\) \(1.000\)
BSB North in South NAA \(\sigma\) (age 1) \(0.774\) \(0.110\) \(0.586\) \(1.023\)
BSB North in North NAA AR1 \(\rho\) age \(0.097\) \(0.099\) \(-0.098\) \(0.285\)
BSB North in North NAA AR1 \(\rho\) year \(0.294\) \(0.090\) \(0.109\) \(0.460\)
BSB South Mean Recruitment \(19685.676\) \(4246.351\) \(12898.512\) \(30044.226\)
BSB South in North NAA \(\sigma\) (age 1) \(0.440\) \(0.066\) \(0.328\) \(0.590\)
BSB South in North NAA \(\sigma\) (ages 2-8+) \(0.324\) \(0.053\) \(0.236\) \(0.446\)
BSB South in South NAA \(\sigma\) (age 1) \(0.440\) \(0.066\) \(0.328\) \(0.590\)
BSB South in South NAA \(\sigma\) (ages 2-8+) \(0.324\) \(0.053\) \(0.236\) \(0.446\)
BSB South in North NAA AR1 \(\rho\) age \(-0.372\) \(0.125\) \(-0.588\) \(-0.107\)
BSB South in North NAA AR1 \(\rho\) year \(0.603\) \(0.101\) \(0.369\) \(0.765\)
BSB South in South NAA AR1 \(\rho\) age \(-0.372\) \(0.125\) \(-0.588\) \(-0.107\)
BSB South in South NAA AR1 \(\rho\) year \(0.603\) \(0.101\) \(0.369\) \(0.765\)
North NEFSC Spring Alb fully selected q \(2.812\times 10^{-5}\) \(5.412\times 10^{-6}\) \(1.928\times 10^{-5}\) \(4.101\times 10^{-5}\)
North NEAMAP fully selected q \(7.042\times 10^{-5}\) \(1.417\times 10^{-5}\) \(4.748\times 10^{-5}\) \(1.044\times 10^{-4}\)
North MADMF fully selected q \(1.022\times 10^{-4}\) \(1.600\times 10^{-5}\) \(7.518\times 10^{-5}\) \(1.389\times 10^{-4}\)
North RI fully selected q \(2.911\times 10^{-5}\) \(4.776\times 10^{-6}\) \(2.110\times 10^{-5}\) \(4.015\times 10^{-5}\)
North CT fully selected q \(4.679\times 10^{-5}\) \(7.787\times 10^{-6}\) \(3.377\times 10^{-5}\) \(6.484\times 10^{-5}\)
North NY fully selected q \(1.431\times 10^{-5}\) \(3.543\times 10^{-6}\) \(8.805\times 10^{-6}\) \(2.325\times 10^{-5}\)
North REC CPA fully selected q \(1.050\times 10^{-4}\) \(1.748\times 10^{-5}\) \(7.574\times 10^{-5}\) \(1.455\times 10^{-4}\)
North Bigelow fully selected q \(4.561\times 10^{-5}\) \(8.800\times 10^{-6}\) \(3.125\times 10^{-5}\) \(6.657\times 10^{-5}\)
South NEAMAP fully selected q \(4.387\times 10^{-6}\) \(9.492\times 10^{-7}\) \(2.871\times 10^{-6}\) \(6.704\times 10^{-6}\)
South NJ fully selected q \(1.315\times 10^{-4}\) \(1.567\times 10^{-5}\) \(1.041\times 10^{-4}\) \(1.661\times 10^{-4}\)
South DE fully selected q \(2.764\times 10^{-5}\) \(4.662\times 10^{-6}\) \(1.986\times 10^{-5}\) \(3.847\times 10^{-5}\)
South MD fully selected q \(3.988\times 10^{-5}\) \(5.879\times 10^{-6}\) \(2.987\times 10^{-5}\) \(5.324\times 10^{-5}\)
South VIMS fully selected q \(2.849\times 10^{-5}\) \(4.800\times 10^{-6}\) \(2.047\times 10^{-5}\) \(3.964\times 10^{-5}\)
South NEFSC winter fully selected q \(0.282\) \(0.059\) \(0.186\) \(0.426\)
South REC CPA fully selected q \(1.629\times 10^{-4}\) \(2.141\times 10^{-5}\) \(1.259\times 10^{-4}\) \(2.108\times 10^{-4}\)
South BIGELOW fully selected q \(2.082\times 10^{-4}\) \(3.175\times 10^{-5}\) \(1.544\times 10^{-4}\) \(2.808\times 10^{-4}\)
Block 1: North Commercial Mean Selectivity for age 1 \(0.014\) \(0.010\) \(0.004\) \(0.053\)
Block 1: North Commercial Mean Selectivity for age 2 \(0.320\) \(0.142\) \(0.115\) \(0.629\)
Block 1: North Commercial Mean Selectivity for age 3 \(0.835\) \(0.098\) \(0.557\) \(0.953\)
Block 1: North Commercial Mean Selectivity for age 4 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 5 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 6 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 7 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 8+ \(1.000\) – – –
Block 2: North Recreational Mean Selectivity for age 1 \(0.027\) \(0.019\) \(0.007\) \(0.102\)
Block 2: North Recreational Mean Selectivity for age 2 \(0.335\) \(0.155\) \(0.115\) \(0.663\)
Block 2: North Recreational Mean Selectivity for age 3 \(0.584\) \(0.171\) \(0.261\) \(0.848\)
Block 2: North Recreational Mean Selectivity for age 4 \(0.785\) \(0.122\) \(0.469\) \(0.938\)
Block 2: North Recreational Mean Selectivity for age 5 \(0.880\) \(0.080\) \(0.623\) \(0.970\)
Block 2: North Recreational Mean Selectivity for age 6 \(0.940\) \(0.048\) \(0.744\) \(0.988\)
Block 2: North Recreational Mean Selectivity for age 7 \(1.000\) – – –
Block 2: North Recreational Mean Selectivity for age 8+ \(1.000\) – – –
Block 3: South Commercial \(a_{50}\) \(2.353\) \(0.122\) \(2.122\) \(2.599\)
Block 3: South Commercial 1/slope (increasing) \(0.389\) \(0.034\) \(0.327\) \(0.461\)
Block 4: South Recreational \(a_{50}\) \(2.509\) \(0.286\) \(1.985\) \(3.100\)
Block 4: South Recreational 1/slope (increasing) \(0.759\) \(0.126\) \(0.545\) \(1.045\)
Block 9: North NEFSC Spring Alb Mean Selectivity for age 1 \(0.086\) \(0.086\) \(0.011\) \(0.444\)
Block 9: North NEFSC Spring Alb Mean Selectivity for age 2 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 3 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 4 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 5 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 6 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 7 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 8+ \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 1 \(0.022\) \(0.013\) \(0.007\) \(0.069\)
Block 10: North NEAMAP Mean Selectivity for age 2 \(0.475\) \(0.148\) \(0.220\) \(0.743\)
Block 10: North NEAMAP Mean Selectivity for age 3 \(1.000\) \(1.586\times 10^{-5}\) \(0.000\) \(1.000\)
Block 10: North NEAMAP Mean Selectivity for age 4 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 5 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 6 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 7 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 8+ \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 1 \(0.006\) \(0.002\) \(0.003\) \(0.011\)
Block 11: North MADMF Mean Selectivity for age 2 \(0.219\) \(0.037\) \(0.156\) \(0.300\)
Block 11: North MADMF Mean Selectivity for age 3 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 4 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 5 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 6 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 7 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 8+ \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 1 \(0.045\) \(0.040\) \(0.007\) \(0.226\)
Block 12: North RI Mean Selectivity for age 2 \(0.268\) \(0.180\) \(0.057\) \(0.689\)
Block 12: North RI Mean Selectivity for age 3 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 4 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 5 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 6 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 7 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 8+ \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 1 \(0.017\) \(0.011\) \(0.005\) \(0.060\)
Block 13: North CT Mean Selectivity for age 2 \(0.268\) \(0.125\) \(0.094\) \(0.561\)
Block 13: North CT Mean Selectivity for age 3 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 4 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 5 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 6 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 7 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 8+ \(1.000\) – – –
Block 14: North NY Selectivity for age 1 \(1.000\) – – –
Block 14: North NY Selectivity for age 2 \(0.000\) – – –
Block 14: North NY Selectivity for age 3 \(0.000\) – – –
Block 14: North NY Selectivity for age 4 \(0.000\) – – –
Block 14: North NY Selectivity for age 5 \(0.000\) – – –
Block 14: North NY Selectivity for age 6 \(0.000\) – – –
Block 14: North NY Selectivity for age 7 \(0.000\) – – –
Block 14: North NY Selectivity for age 8+ \(0.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 1 \(0.145\) \(0.055\) \(0.067\) \(0.287\)
Block 15: North REC CPA Mean Selectivity for age 2 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 3 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 4 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 5 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 6 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 7 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 8+ \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 1 \(0.230\) \(0.071\) \(0.119\) \(0.396\)
Block 16: North Bigelow Mean Selectivity for age 2 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 3 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 4 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 5 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 6 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 7 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 8+ \(1.000\) – – –
Block 17: South NEAMAP Selectivity for age 1 \(1.000\) – – –
Block 17: South NEAMAP Selectivity for age 2 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 3 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 4 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 5 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 6 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 7 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 8+ \(0.000\) – – –
Block 18: South NJ Selectivity for age 1 \(0.071\) \(0.016\) \(0.045\) \(0.108\)
Block 18: South NJ Selectivity for age 2 \(1.000\) – – –
Block 18: South NJ Selectivity for age 3 \(1.000\) – – –
Block 18: South NJ Selectivity for age 4 \(1.000\) – – –
Block 18: South NJ Selectivity for age 5 \(1.000\) – – –
Block 18: South NJ Selectivity for age 6 \(1.000\) – – –
Block 18: South NJ Selectivity for age 7 \(1.000\) – – –
Block 18: South NJ Selectivity for age 8+ \(1.000\) – – –
Block 19: South DE Selectivity for age 1 \(1.000\) – – –
Block 19: South DE Selectivity for age 2 \(0.000\) – – –
Block 19: South DE Selectivity for age 3 \(0.000\) – – –
Block 19: South DE Selectivity for age 4 \(0.000\) – – –
Block 19: South DE Selectivity for age 5 \(0.000\) – – –
Block 19: South DE Selectivity for age 6 \(0.000\) – – –
Block 19: South DE Selectivity for age 7 \(0.000\) – – –
Block 19: South DE Selectivity for age 8+ \(0.000\) – – –
Block 20: South MD Selectivity for age 1 \(1.000\) – – –
Block 20: South MD Selectivity for age 2 \(0.000\) – – –
Block 20: South MD Selectivity for age 3 \(0.000\) – – –
Block 20: South MD Selectivity for age 4 \(0.000\) – – –
Block 20: South MD Selectivity for age 5 \(0.000\) – – –
Block 20: South MD Selectivity for age 6 \(0.000\) – – –
Block 20: South MD Selectivity for age 7 \(0.000\) – – –
Block 20: South MD Selectivity for age 8+ \(0.000\) – – –
Block 21: South VIMS Selectivity for age 1 \(1.000\) – – –
Block 21: South VIMS Selectivity for age 2 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 3 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 4 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 5 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 6 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 7 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 8+ \(0.000\) – – –
Block 22: South NEFSC winter Selectivity for age 1 \(0.324\) \(0.083\) \(0.186\) \(0.501\)
Block 22: South NEFSC winter Selectivity for age 2 \(0.693\) \(0.130\) \(0.406\) \(0.882\)
Block 22: South NEFSC winter Selectivity for age 3 \(1.000\) – – –
Block 22: South NEFSC winter Selectivity for age 4 \(1.000\) – – –
Block 22: South NEFSC winter Selectivity for age 5 \(1.000\) – – –
Block 22: South NEFSC winter Selectivity for age 6 \(1.000\) – – –
Block 22: South NEFSC winter Selectivity for age 7 \(1.000\) – – –
Block 22: South NEFSC winter Selectivity for age 8+ \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 1 \(0.432\) \(0.079\) \(0.288\) \(0.589\)
Block 23: South REC CPA Selectivity for age 2 \(0.876\) \(0.103\) \(0.525\) \(0.978\)
Block 23: South REC CPA Selectivity for age 3 \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 4 \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 5 \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 6 \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 7 \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 8+ \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 1 \(0.130\) \(0.033\) \(0.078\) \(0.210\)
Block 24: South BIGELOW Selectivity for age 2 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 3 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 4 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 5 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 6 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 7 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 8+ \(1.000\) – – –
Block 1: North Commercial Selectivity RE \(\sigma\) \(0.415\) \(0.119\) \(0.237\) \(0.729\)
Block 1: North Commercial Selectivity RE AR1 \(\rho\) (age) \(0.535\) \(0.106\) \(0.476\) \(0.954\)
Block 1: North Commercial Selectivity RE AR1 \(\rho\) (year) \(0.517\) \(0.115\) \(0.439\) \(0.948\)
Block 2: North Recreational Selectivity RE \(\sigma\) \(0.236\) \(0.038\) \(0.172\) \(0.323\)
Block 2: North Recreational Selectivity RE AR1 \(\rho\) (age) \(0.514\) \(0.068\) \(0.630\) \(0.911\)
Block 2: North Recreational Selectivity RE AR1 \(\rho\) (year) \(0.664\) \(0.037\) \(0.807\) \(0.970\)
Block 9: North NEFSC Spring Alb Selectivity RE \(\sigma\) \(1.256\) \(0.563\) \(0.521\) \(3.026\)
Block 9: North NEFSC Spring Alb Selectivity RE AR1 \(\rho\) (age) \(0.000\) – – –
Block 9: North NEFSC Spring Alb Selectivity RE AR1 \(\rho\) (year) \(0.406\) \(0.226\) \(0.001\) \(0.938\)
Block 10: North NEAMAP Selectivity RE \(\sigma\) \(1.335\) \(0.399\) \(0.743\) \(2.399\)
Block 10: North NEAMAP Selectivity RE AR1 \(\rho\) (year) \(0.106\) \(0.392\) \(-0.530\) \(0.768\)
Block 11: North MADMF Selectivity RE \(\sigma\) \(0.888\) \(0.207\) \(0.562\) \(1.403\)
Block 11: North MADMF Selectivity RE AR1 \(\rho\) (year) \(-0.051\) \(0.342\) \(-0.652\) \(0.519\)
Block 12: North RI Selectivity RE \(\sigma\) \(1.149\) \(0.317\) \(0.669\) \(1.973\)
Block 12: North RI Selectivity RE AR1 \(\rho\) (year) \(0.476\) \(0.200\) \(0.047\) \(0.966\)
Block 13: North CT Selectivity RE \(\sigma\) \(1.030\) \(0.264\) \(0.623\) \(1.702\)
Block 13: North CT Selectivity RE AR1 \(\rho\) (year) \(0.421\) \(0.171\) \(0.210\) \(0.919\)
Block 15: North REC CPA Selectivity RE \(\sigma\) \(0.360\) \(0.086\) \(0.225\) \(0.575\)
Block 15: North REC CPA Selectivity RE AR1 \(\rho\) (year) \(0.565\) \(0.096\) \(0.519\) \(0.963\)
Block 16: North Bigelow Selectivity RE \(\sigma\) \(0.395\) \(0.425\) \(0.048\) \(3.248\)
Block 16: North Bigelow Selectivity RE AR1 \(\rho\) (age) \(0.000\) – – –
Block 16: North Bigelow Selectivity RE AR1 \(\rho\) (year) \(-0.478\) \(0.368\) \(-0.994\) \(0.659\)
North Commercial in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(63.122\) \(8.024\) \(49.201\) \(80.980\)
North Recreational in North age comp, logistic-normal: \(\sigma\) \(2.995\) \(0.384\) \(2.329\) \(3.851\)
South Commercial in South age comp, logistic-normal: \(\sigma\) \(34.417\) \(3.282\) \(28.549\) \(41.491\)
South Commercial in South age comp, logistic-normal: \(\rho\) \(0.751\) \(0.052\) \(0.637\) \(0.838\)
South Recreational in South age comp, logistic-normal: \(\sigma\) \(33.502\) \(3.609\) \(27.126\) \(41.377\)
South Recreational in South age comp, logistic-normal: \(\rho\) \(0.845\) \(0.035\) \(0.763\) \(0.902\)
North NEFSC Spring Alb in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(2.273\) \(0.540\) \(1.428\) \(3.620\)
North NEAMAP in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(18.964\) \(3.216\) \(13.600\) \(26.441\)
North MADMF in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(19.908\) \(2.272\) \(15.918\) \(24.898\)
North RI in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(4.321\) \(0.547\) \(3.373\) \(5.537\)
North CT in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(11.087\) \(1.201\) \(8.967\) \(13.709\)
North REC CPA in North age comp, logistic-normal: \(\sigma\) \(4.612\) \(0.464\) \(3.786\) \(5.617\)
North Bigelow in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(12.481\) \(2.246\) \(8.771\) \(17.759\)
South NJ in South age comp, logistic-normal: \(\sigma\) \(61.347\) \(6.548\) \(49.767\) \(75.622\)
South NJ in South age comp, logistic-normal: \(\rho\) \(0.847\) \(0.037\) \(0.760\) \(0.907\)
South NEFSC winter in South age comp, logistic-normal: \(\sigma\) \(37.367\) \(5.293\) \(28.308\) \(49.325\)
South NEFSC winter in South age comp, logistic-normal: \(\rho\) \(0.828\) \(0.054\) \(0.697\) \(0.910\)
South REC CPA in South age comp, logistic-normal: \(\sigma\) \(31.882\) \(3.572\) \(25.596\) \(39.710\)
South REC CPA in South age comp, logistic-normal: \(\rho\) \(0.849\) \(0.036\) \(0.765\) \(0.907\)
South BIGELOW in South age comp, logistic-normal: \(\sigma\) \(28.251\) \(3.622\) \(21.973\) \(36.323\)
South BIGELOW in South age comp, logistic-normal: \(\rho\) \(0.555\) \(0.127\) \(0.312\) \(0.774\)
stock BSB North \(\mu\) from North to South (intercept) \(0.009\) \(0.001\) \(0.007\) \(0.012\)
stock BSB North \(\mu\) from South to North (intercept) \(0.331\) \(0.044\) \(0.252\) \(0.421\)
North REC CPA log-index observation SD scalar \(9.808\) \(1.542\) \(7.206\) \(13.349\)
South REC CPA log-index observation SD scalar \(5.023\) \(1.000\) \(3.400\) \(7.422\)
Ecov North BT: \(\mu\) \(6.803\) \(0.190\) \(6.431\) \(7.175\)
Ecov North BT: \(\sigma\) \(1.131\) \(0.109\) \(0.937\) \(1.367\)
Ecov North BT: AR1 \(\rho\) \(0.290\) \(0.121\) \(0.040\) \(0.506\)
Ecov South BT: \(\mu\) \(7.606\) \(0.148\) \(7.316\) \(7.895\)
Ecov South BT: \(\sigma\) \(1.017\) \(0.092\) \(0.852\) \(1.215\)
Ecov South BT: AR1 \(\rho\) \(0.149\) \(0.124\) \(-0.099\) \(0.380\)
BSB North Recruitment Ecov: North BT \(\beta_1\) \(0.528\) \(0.126\) \(0.281\) \(0.775\)

Abundance at age

Abundance at age (1000s) for BSB North in North.
1 2 3 4 5 6 7 8+
1989 3731 2352 1214 566 257 117 53 43
1990 8480 2157 1721 329 191 12 3 14
1991 4796 2200 386 521 84 18 1 18
1992 2493 2630 160 54 173 9 3 70
1993 1166 1352 347 282 14 247 2 12
1994 7300 306 1050 107 137 13 18 7
1995 19413 1916 637 114 104 6 2 32
1996 17840 2554 600 167 40 74 8 12
1997 4118 9604 835 183 23 7 13 5
1998 1244 1932 455 381 62 81 2 31
1999 25768 1822 640 354 132 71 11 12
2000 27994 4112 658 605 126 147 8 26
2001 11024 3406 2496 652 381 136 193 5
2002 33424 7447 3692 1978 218 68 78 27
2003 6144 2982 1552 1588 791 67 26 17
2004 3869 2064 3034 608 942 237 2 16
2005 4808 1304 417 815 371 278 62 21
2006 22776 3313 799 842 1032 148 191 1
2007 23604 5662 2189 648 421 443 194 26
2008 31228 5312 2418 886 241 188 126 83
2009 24832 4804 2689 2041 527 36 13 84
2010 7345 2690 3141 2030 1233 186 9 10
2011 23752 3258 2136 1893 749 488 66 10
2012 121589 10550 4998 2645 2109 867 411 82
2013 46273 19860 3478 3122 1855 1208 372 225
2014 18447 9624 24092 3983 2271 1333 823 434
2015 19009 10160 8598 13581 2584 1179 588 557
2016 81884 16067 4759 4798 14002 1711 1076 734
2017 33366 34803 7576 3448 3665 9108 658 540
2018 9674 10425 18198 3951 1650 2049 5491 642
2019 39039 5219 9382 15813 3289 1414 1280 4247
2020 45888 11490 4757 8737 11560 2332 1130 3765
2021 32391 12456 11234 3697 5443 9225 1439 3691
Abundance at age (1000s) for BSB North in South.
1 2 3 4 5 6 7 8+
1989 0 113 60 28 12 6 3 2
1990 0 110 42 16 7 3 1 1
1991 0 254 49 27 5 3 0 0
1992 0 143 53 6 7 1 0 0
1993 0 74 60 3 1 3 0 1
1994 0 34 29 7 5 0 4 0
1995 0 209 6 15 1 2 0 0
1996 0 579 51 12 2 2 0 1
1997 0 529 72 7 2 0 1 0
1998 0 123 259 16 3 0 0 0
1999 0 38 51 11 5 1 1 0
2000 0 768 43 8 3 1 1 0
2001 0 834 116 13 10 2 2 1
2002 0 331 102 47 11 6 2 3
2003 0 1007 205 77 35 4 1 2
2004 0 185 103 34 26 12 1 1
2005 0 117 61 66 10 14 4 0
2006 0 144 35 8 8 3 2 1
2007 0 689 92 17 12 14 2 2
2008 0 713 166 44 10 6 7 3
2009 0 943 159 51 15 4 3 3
2010 0 746 143 52 31 7 1 1
2011 0 220 80 50 23 13 2 0
2012 0 722 93 48 35 13 8 1
2013 0 3670 300 114 50 37 15 8
2014 0 1402 651 91 66 36 23 11
2015 0 561 311 634 90 48 28 25
2016 0 577 299 229 313 54 24 23
2017 0 2482 459 131 114 295 35 35
2018 0 1010 1020 204 78 73 167 21
2019 0 294 319 506 98 38 43 119
2020 0 1184 151 251 384 74 28 96
2021 0 1390 350 128 220 279 51 90
Abundance at age (1000s) for BSB South in North.
1 2 3 4 5 6 7 8+
1989 0 0 0 0 0 0 0 0
1990 0 0 0 0 0 0 0 0
1991 0 0 0 0 0 0 0 0
1992 0 0 0 0 0 0 0 0
1993 0 0 0 0 0 0 0 0
1994 0 0 0 0 0 0 0 0
1995 0 0 0 0 0 0 0 0
1996 0 0 0 0 0 0 0 0
1997 0 0 0 0 0 0 0 0
1998 0 0 0 0 0 0 0 0
1999 0 0 0 0 0 0 0 0
2000 0 0 0 0 0 0 0 0
2001 0 0 0 0 0 0 0 0
2002 0 0 0 0 0 0 0 0
2003 0 0 0 0 0 0 0 0
2004 0 0 0 0 0 0 0 0
2005 0 0 0 0 0 0 0 0
2006 0 0 0 0 0 0 0 0
2007 0 0 0 0 0 0 0 0
2008 0 0 0 0 0 0 0 0
2009 0 0 0 0 0 0 0 0
2010 0 0 0 0 0 0 0 0
2011 0 0 0 0 0 0 0 0
2012 0 0 0 0 0 0 0 0
2013 0 0 0 0 0 0 0 0
2014 0 0 0 0 0 0 0 0
2015 0 0 0 0 0 0 0 0
2016 0 0 0 0 0 0 0 0
2017 0 0 0 0 0 0 0 0
2018 0 0 0 0 0 0 0 0
2019 0 0 0 0 0 0 0 0
2020 0 0 0 0 0 0 0 0
2021 0 0 0 0 0 0 0 0
Abundance at age (1000s) for BSB South in South.
1 2 3 4 5 6 7 8+
1989 16349 10322 5603 2350 867 307 107 57
1990 29839 11547 6216 1319 804 195 66 60
1991 22097 24407 4296 1833 461 132 39 43
1992 17865 25044 6597 1381 527 80 23 26
1993 9306 20458 8594 1889 634 134 21 16
1994 19960 6675 9588 2175 697 180 38 11
1995 30589 12789 5572 2465 851 223 92 20
1996 26329 18089 6851 2067 601 474 62 81
1997 12674 22225 5743 1248 429 170 62 44
1998 10225 14210 5015 1934 228 279 30 44
1999 25484 8346 4948 1755 499 144 77 35
2000 42978 19156 4373 1954 501 243 50 52
2001 27670 33879 10268 1833 424 269 72 42
2002 30868 20040 15281 5021 472 215 95 39
2003 15617 26896 8105 5579 2214 123 109 47
2004 10571 14693 11004 2423 2422 462 29 54
2005 8566 12855 5758 3679 1579 504 117 23
2006 14743 10728 3652 2508 1843 782 67 58
2007 25076 10142 3848 1739 1033 573 242 63
2008 31716 13331 5177 1734 647 358 182 145
2009 19226 15664 7547 3037 461 277 75 193
2010 21055 9790 7290 4712 1001 287 40 219
2011 16953 8550 5175 4100 1378 808 32 144
2012 27718 5738 6235 3379 1436 886 284 62
2013 19659 10386 4405 3465 1026 842 252 63
2014 12258 9363 9454 1830 1261 562 220 73
2015 15421 7560 5908 4747 780 675 142 103
2016 36124 7669 4621 2918 3434 157 319 129
2017 18586 16938 7865 2713 1063 1509 72 177
2018 7547 14860 12516 4493 977 404 627 116
2019 21011 5453 12803 6936 2095 437 208 447
2020 25114 11875 5891 6868 3716 860 248 454
2021 14159 13010 12712 4014 2602 2119 391 464

Fishing mortality at age by region

Total fishing mortality at age in North.
1 2 3 4 5 6 7 8+
1989 0.036 0.659 0.916 0.976 0.986 0.991 1.004 1.004
1990 0.014 0.341 0.651 0.707 0.710 0.712 0.716 0.716
1991 0.014 0.333 0.714 0.790 0.796 0.800 0.806 0.806
1992 0.019 0.367 0.648 0.692 0.696 0.698 0.702 0.702
1993 0.044 0.425 0.551 0.591 0.598 0.602 0.608 0.608
1994 0.069 0.609 0.858 0.908 0.915 0.919 0.926 0.926
1995 0.020 0.232 0.446 0.477 0.479 0.480 0.482 0.482
1996 0.019 0.238 1.013 1.189 1.192 1.194 1.197 1.197
1997 0.011 0.143 0.507 0.593 0.599 0.603 0.608 0.608
1998 0.012 0.211 0.740 0.852 0.860 0.865 0.871 0.871
1999 0.027 0.311 1.128 1.346 1.355 1.361 1.369 1.369
2000 0.026 0.267 0.563 0.651 0.662 0.671 0.680 0.680
2001 0.020 0.269 0.579 0.705 0.728 0.744 0.759 0.759
2002 0.013 0.157 0.447 0.632 0.663 0.685 0.706 0.706
2003 0.013 0.176 0.460 0.694 0.747 0.789 0.824 0.824
2004 0.009 0.128 0.382 0.750 0.779 0.802 0.821 0.821
2005 0.023 0.254 0.747 1.378 1.485 1.568 1.641 1.641
2006 0.012 0.147 0.466 0.831 0.897 0.942 0.983 0.983
2007 0.013 0.171 0.496 0.748 0.790 0.814 0.837 0.837
2008 0.011 0.149 0.450 0.690 0.748 0.776 0.803 0.803
2009 0.017 0.228 0.581 0.818 0.889 0.920 0.950 0.950
2010 0.021 0.303 0.770 1.123 1.244 1.289 1.333 1.333
2011 0.010 0.152 0.394 0.601 0.673 0.698 0.721 0.721
2012 0.011 0.140 0.315 0.521 0.603 0.631 0.655 0.655
2013 0.009 0.097 0.230 0.424 0.511 0.542 0.567 0.567
2014 0.009 0.087 0.178 0.339 0.423 0.454 0.479 0.479
2015 0.011 0.106 0.185 0.365 0.477 0.520 0.555 0.555
2016 0.012 0.114 0.168 0.318 0.434 0.484 0.524 0.524
2017 0.012 0.117 0.181 0.354 0.491 0.586 0.668 0.668
2018 0.010 0.103 0.156 0.276 0.367 0.455 0.542 0.542
2019 0.012 0.121 0.176 0.281 0.371 0.509 0.683 0.683
2020 0.012 0.111 0.152 0.218 0.274 0.396 0.598 0.598
2021 0.013 0.114 0.164 0.226 0.279 0.393 0.562 0.562
Total fishing mortality at age in South.
1 2 3 4 5 6 7 8+
1989 0.091 0.321 0.713 0.909 0.971 0.990 0.994 0.996
1990 0.095 0.364 0.842 1.059 1.124 1.142 1.147 1.148
1991 0.118 0.417 0.928 1.182 1.263 1.287 1.293 1.295
1992 0.083 0.321 0.747 0.938 0.993 1.009 1.013 1.014
1993 0.098 0.351 0.787 1.000 1.068 1.087 1.092 1.094
1994 0.077 0.276 0.619 0.786 0.839 0.855 0.859 0.860
1995 0.086 0.287 0.622 0.800 0.860 0.877 0.882 0.883
1996 0.128 0.475 1.083 1.368 1.456 1.480 1.487 1.489
1997 0.103 0.340 0.730 0.941 1.013 1.034 1.040 1.042
1998 0.052 0.220 0.530 0.658 0.693 0.702 0.705 0.705
1999 0.045 0.183 0.437 0.544 0.574 0.582 0.584 0.585
2000 0.059 0.201 0.441 0.564 0.605 0.617 0.620 0.621
2001 0.050 0.165 0.351 0.454 0.489 0.500 0.502 0.503
2002 0.043 0.141 0.301 0.389 0.419 0.428 0.431 0.431
2003 0.058 0.196 0.423 0.544 0.585 0.597 0.600 0.601
2004 0.039 0.149 0.345 0.434 0.460 0.467 0.469 0.470
2005 0.038 0.140 0.320 0.404 0.430 0.438 0.440 0.440
2006 0.034 0.128 0.296 0.373 0.395 0.402 0.403 0.404
2007 0.041 0.144 0.319 0.406 0.435 0.443 0.445 0.446
2008 0.052 0.175 0.381 0.489 0.525 0.536 0.539 0.540
2009 0.047 0.146 0.304 0.397 0.429 0.439 0.442 0.443
2010 0.054 0.169 0.354 0.461 0.498 0.510 0.513 0.514
2011 0.021 0.084 0.197 0.247 0.262 0.266 0.267 0.267
2012 0.051 0.162 0.339 0.441 0.477 0.488 0.491 0.492
2013 0.040 0.138 0.304 0.389 0.417 0.425 0.427 0.427
2014 0.026 0.093 0.207 0.264 0.282 0.287 0.288 0.289
2015 0.018 0.065 0.145 0.184 0.197 0.201 0.202 0.202
2016 0.024 0.081 0.175 0.225 0.242 0.247 0.248 0.249
2017 0.039 0.121 0.254 0.331 0.358 0.366 0.368 0.369
2018 0.024 0.076 0.160 0.207 0.224 0.229 0.230 0.231
2019 0.021 0.074 0.162 0.207 0.222 0.226 0.227 0.227
2020 0.028 0.096 0.210 0.269 0.288 0.294 0.296 0.296
2021 0.049 0.159 0.338 0.437 0.472 0.482 0.485 0.486

Fishing mortality at age by fleet

Total fishing mortality at age in North Commercial.
1 2 3 4 5 6 7 8+
1989 0.023 0.290 0.367 0.376 0.376 0.376 0.376 0.376
1990 0.006 0.182 0.436 0.474 0.474 0.474 0.474 0.474
1991 0.006 0.175 0.476 0.520 0.520 0.520 0.520 0.520
1992 0.013 0.283 0.528 0.553 0.553 0.553 0.553 0.553
1993 0.025 0.248 0.312 0.317 0.317 0.317 0.317 0.317
1994 0.019 0.341 0.526 0.542 0.542 0.542 0.542 0.542
1995 0.008 0.171 0.363 0.383 0.383 0.383 0.383 0.383
1996 0.007 0.173 0.913 1.074 1.074 1.074 1.074 1.074
1997 0.002 0.077 0.383 0.441 0.441 0.441 0.441 0.441
1998 0.004 0.151 0.610 0.687 0.687 0.687 0.687 0.687
1999 0.003 0.170 0.900 1.077 1.077 1.077 1.077 1.077
2000 0.002 0.116 0.318 0.355 0.355 0.355 0.355 0.355
2001 0.005 0.161 0.346 0.385 0.385 0.385 0.385 0.385
2002 0.002 0.070 0.239 0.324 0.324 0.324 0.324 0.324
2003 0.003 0.085 0.213 0.310 0.310 0.310 0.310 0.310
2004 0.002 0.064 0.232 0.530 0.530 0.530 0.530 0.530
2005 0.001 0.060 0.314 0.744 0.744 0.744 0.744 0.744
2006 0.001 0.044 0.225 0.456 0.456 0.456 0.456 0.456
2007 0.002 0.064 0.241 0.387 0.387 0.387 0.387 0.387
2008 0.001 0.037 0.174 0.259 0.259 0.259 0.259 0.259
2009 0.002 0.042 0.121 0.153 0.153 0.153 0.153 0.153
2010 0.002 0.047 0.143 0.184 0.184 0.184 0.184 0.184
2011 0.002 0.044 0.146 0.199 0.199 0.199 0.199 0.199
2012 0.001 0.017 0.068 0.104 0.104 0.104 0.104 0.104
2013 0.001 0.021 0.078 0.124 0.124 0.124 0.124 0.124
2014 0.001 0.020 0.057 0.088 0.088 0.088 0.088 0.088
2015 0.001 0.016 0.049 0.087 0.087 0.087 0.087 0.087
2016 0.001 0.015 0.044 0.088 0.088 0.088 0.088 0.088
2017 0.002 0.030 0.081 0.178 0.178 0.178 0.178 0.178
2018 0.004 0.042 0.085 0.157 0.157 0.157 0.157 0.157
2019 0.005 0.041 0.083 0.143 0.143 0.143 0.143 0.143
2020 0.005 0.033 0.066 0.112 0.112 0.112 0.112 0.112
2021 0.004 0.032 0.072 0.120 0.120 0.120 0.120 0.120
Total fishing mortality at age in North Recreational.
1 2 3 4 5 6 7 8+
1989 0.013 0.369 0.549 0.600 0.609 0.615 0.627 0.627
1990 0.008 0.159 0.215 0.233 0.236 0.238 0.242 0.242
1991 0.008 0.158 0.239 0.270 0.276 0.280 0.286 0.286
1992 0.007 0.084 0.120 0.139 0.143 0.145 0.148 0.148
1993 0.019 0.177 0.240 0.274 0.281 0.285 0.291 0.291
1994 0.050 0.268 0.332 0.366 0.373 0.377 0.384 0.384
1995 0.012 0.062 0.084 0.094 0.096 0.097 0.099 0.099
1996 0.012 0.065 0.100 0.115 0.118 0.120 0.123 0.123
1997 0.008 0.066 0.124 0.152 0.158 0.162 0.166 0.166
1998 0.009 0.060 0.130 0.165 0.173 0.178 0.183 0.183
1999 0.024 0.141 0.228 0.269 0.278 0.284 0.292 0.292
2000 0.023 0.151 0.245 0.296 0.307 0.315 0.325 0.325
2001 0.016 0.108 0.233 0.320 0.343 0.358 0.374 0.374
2002 0.011 0.088 0.207 0.307 0.338 0.361 0.382 0.382
2003 0.011 0.090 0.247 0.385 0.437 0.479 0.515 0.515
2004 0.007 0.064 0.151 0.220 0.249 0.272 0.291 0.291
2005 0.021 0.194 0.433 0.633 0.741 0.824 0.897 0.897
2006 0.011 0.103 0.240 0.375 0.441 0.486 0.527 0.527
2007 0.012 0.107 0.254 0.361 0.403 0.427 0.450 0.450
2008 0.010 0.112 0.276 0.430 0.489 0.517 0.543 0.543
2009 0.015 0.186 0.460 0.665 0.736 0.767 0.798 0.798
2010 0.019 0.256 0.627 0.939 1.060 1.105 1.149 1.149
2011 0.008 0.108 0.249 0.402 0.474 0.500 0.523 0.523
2012 0.010 0.122 0.247 0.417 0.500 0.527 0.551 0.551
2013 0.008 0.076 0.152 0.300 0.388 0.418 0.443 0.443
2014 0.008 0.067 0.121 0.252 0.336 0.366 0.391 0.391
2015 0.010 0.089 0.136 0.278 0.390 0.433 0.468 0.468
2016 0.011 0.099 0.124 0.230 0.346 0.396 0.436 0.436
2017 0.009 0.086 0.100 0.176 0.313 0.408 0.490 0.490
2018 0.006 0.061 0.071 0.120 0.210 0.298 0.385 0.385
2019 0.007 0.080 0.093 0.138 0.228 0.366 0.540 0.540
2020 0.008 0.078 0.086 0.106 0.161 0.284 0.485 0.485
2021 0.009 0.082 0.092 0.106 0.159 0.273 0.442 0.442
Total fishing mortality at age in South Commercial.
1 2 3 4 5 6 7 8+
1989 0.010 0.092 0.269 0.316 0.320 0.320 0.320 0.320
1990 0.014 0.137 0.401 0.470 0.477 0.477 0.477 0.477
1991 0.013 0.121 0.353 0.414 0.420 0.420 0.420 0.420
1992 0.013 0.125 0.367 0.431 0.436 0.437 0.437 0.437
1993 0.011 0.107 0.314 0.368 0.373 0.373 0.373 0.373
1994 0.009 0.084 0.246 0.288 0.292 0.292 0.292 0.292
1995 0.007 0.065 0.192 0.225 0.228 0.228 0.228 0.228
1996 0.017 0.164 0.481 0.564 0.572 0.572 0.573 0.573
1997 0.007 0.072 0.210 0.246 0.250 0.250 0.250 0.250
1998 0.011 0.105 0.307 0.360 0.365 0.365 0.365 0.365
1999 0.009 0.082 0.240 0.281 0.285 0.285 0.285 0.285
2000 0.005 0.052 0.151 0.177 0.179 0.179 0.179 0.179
2001 0.003 0.032 0.095 0.111 0.112 0.112 0.112 0.112
2002 0.003 0.027 0.080 0.094 0.096 0.096 0.096 0.096
2003 0.005 0.044 0.130 0.152 0.154 0.154 0.154 0.154
2004 0.006 0.057 0.167 0.195 0.198 0.198 0.198 0.198
2005 0.005 0.048 0.142 0.166 0.168 0.168 0.168 0.168
2006 0.005 0.048 0.140 0.164 0.166 0.166 0.166 0.166
2007 0.004 0.040 0.117 0.138 0.140 0.140 0.140 0.140
2008 0.004 0.041 0.121 0.142 0.144 0.144 0.144 0.144
2009 0.002 0.021 0.063 0.074 0.075 0.075 0.075 0.075
2010 0.003 0.026 0.076 0.089 0.091 0.091 0.091 0.091
2011 0.004 0.034 0.099 0.116 0.118 0.118 0.118 0.118
2012 0.003 0.026 0.075 0.088 0.089 0.089 0.089 0.089
2013 0.004 0.036 0.104 0.122 0.124 0.124 0.124 0.124
2014 0.003 0.027 0.078 0.092 0.093 0.093 0.093 0.093
2015 0.002 0.019 0.055 0.065 0.066 0.066 0.066 0.066
2016 0.002 0.018 0.053 0.062 0.063 0.063 0.063 0.063
2017 0.002 0.019 0.055 0.065 0.065 0.066 0.066 0.066
2018 0.001 0.013 0.037 0.043 0.044 0.044 0.044 0.044
2019 0.002 0.019 0.057 0.067 0.067 0.068 0.068 0.068
2020 0.003 0.025 0.072 0.085 0.086 0.086 0.086 0.086
2021 0.003 0.029 0.085 0.100 0.101 0.102 0.102 0.102
Total fishing mortality at age in South Recreational.
1 2 3 4 5 6 7 8+
1989 0.081 0.229 0.444 0.593 0.651 0.669 0.674 0.675
1990 0.081 0.227 0.441 0.589 0.647 0.665 0.670 0.671
1991 0.105 0.296 0.574 0.767 0.843 0.866 0.873 0.874
1992 0.070 0.196 0.379 0.507 0.557 0.572 0.576 0.578
1993 0.087 0.244 0.474 0.633 0.695 0.714 0.719 0.721
1994 0.068 0.192 0.373 0.498 0.548 0.562 0.567 0.568
1995 0.079 0.222 0.430 0.575 0.632 0.649 0.654 0.655
1996 0.110 0.310 0.602 0.804 0.884 0.908 0.914 0.916
1997 0.095 0.268 0.520 0.695 0.764 0.784 0.790 0.792
1998 0.041 0.115 0.223 0.298 0.328 0.337 0.339 0.340
1999 0.036 0.102 0.197 0.263 0.289 0.297 0.299 0.300
2000 0.053 0.150 0.290 0.388 0.426 0.437 0.441 0.442
2001 0.047 0.132 0.257 0.343 0.377 0.387 0.390 0.391
2002 0.040 0.114 0.221 0.295 0.324 0.333 0.335 0.336
2003 0.054 0.151 0.293 0.392 0.431 0.443 0.446 0.447
2004 0.033 0.092 0.178 0.238 0.262 0.269 0.271 0.272
2005 0.033 0.092 0.178 0.238 0.262 0.269 0.271 0.272
2006 0.029 0.081 0.156 0.209 0.229 0.236 0.237 0.238
2007 0.037 0.104 0.201 0.269 0.295 0.303 0.306 0.306
2008 0.048 0.134 0.260 0.347 0.382 0.392 0.395 0.396
2009 0.044 0.125 0.242 0.323 0.355 0.365 0.367 0.368
2010 0.051 0.143 0.278 0.371 0.408 0.419 0.422 0.423
2011 0.018 0.050 0.098 0.131 0.144 0.148 0.149 0.149
2012 0.049 0.136 0.264 0.353 0.388 0.398 0.401 0.402
2013 0.037 0.103 0.199 0.266 0.293 0.301 0.303 0.304
2014 0.024 0.066 0.129 0.172 0.189 0.194 0.195 0.196
2015 0.016 0.046 0.089 0.120 0.131 0.135 0.136 0.136
2016 0.022 0.063 0.122 0.163 0.179 0.184 0.186 0.186
2017 0.037 0.103 0.199 0.266 0.292 0.300 0.302 0.303
2018 0.023 0.063 0.123 0.164 0.180 0.185 0.187 0.187
2019 0.019 0.054 0.105 0.140 0.154 0.158 0.159 0.160
2020 0.025 0.071 0.138 0.184 0.203 0.208 0.210 0.210
2021 0.046 0.130 0.252 0.337 0.371 0.381 0.384 0.384